{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Tutorial 1: The Basics"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's learn by example. We start by predicting future energy prices and will explore the basics of the library.\n",
    "\n",
    "If the NeuralProphet package is not installed yet, please refer to the [installation guide](../contents.rst#installing)."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Loading the dataset\n",
    "\n",
    "For our tutorials we work with energy price data over the 4 years from Spain. The dataset was published on [Kaggle](https://www.kaggle.com/datasets/nicholasjhana/energy-consumption-generation-prices-and-weather) and contains a lot of information to which we will come back later. For now we use a prepared version of the dataset with the daily energy price data only."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1500x500 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "\n",
    "# Load the dataset from the CSV file using pandas\n",
    "df = pd.read_csv(\"https://github.com/ourownstory/neuralprophet-data/raw/main/kaggle-energy/datasets/tutorial01.csv\")\n",
    "# Plot the dataset, showing price (y column) over time (ds column)\n",
    "plt = df.plot(x=\"ds\", y=\"y\", figsize=(15, 5))"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Note: Whenever you use a dataset with NeuralProphet, it must be a pandas dataframe with the following format and properties:\n",
    "\n",
    "1. Time series column must be named \"ds\" and contain datetime values.\n",
    "2. Value column must be named \"y\" and contain float values."
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Setting up the model"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "b96d563d14e24c268ef24d560cc9780d",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Finding best initial lr:   0%|          | 0/229 [00:00<?, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "1864edfb650c4bdca20c4d8e1bc5d7bd",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Training: 0it [00:00, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Import the NeuralProphet class\n",
    "from neuralprophet import NeuralProphet, set_log_level\n",
    "\n",
    "# Disable logging messages unless there is an error\n",
    "set_log_level(\"ERROR\")\n",
    "\n",
    "# Create a NeuralProphet model with default parameters\n",
    "m = NeuralProphet()\n",
    "# Use static plotly in notebooks\n",
    "m.set_plotting_backend(\"plotly-static\")\n",
    "\n",
    "# Fit the model on the dataset (this might take a bit)\n",
    "metrics = m.fit(df)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Forecast the future\n",
    "\n",
    "To predict future values we have to extend our dataframe. In our example we want to create a forecast of the next year (meaning 365 days). Then we have to run the prediction again on the extended dataframe."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "application/vnd.jupyter.widget-view+json": {
       "model_id": "c73fccb45c6845469fd760f9291a6935",
       "version_major": 2,
       "version_minor": 0
      },
      "text/plain": [
       "Predicting: 46it [00:00, ?it/s]"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a new dataframe reaching 365 into the future for our forecast, n_historic_predictions also shows historic data\n",
    "df_future = m.make_future_dataframe(df, n_historic_predictions=True, periods=365)\n",
    "\n",
    "# Predict the future\n",
    "forecast = m.predict(df_future)\n",
    "\n",
    "# Visualize the forecast\n",
    "m.plot(forecast)"
   ]
  },
  {
   "attachments": {},
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "The forecast is composed of the following components: trend, yearly and weekly seasonality. They are added together to create the forecast."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x900 with 3 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "m.plot_parameters(components=[\"trend\", \"seasonality\"])"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3.10.7 ('.venv': venv)",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.16"
  },
  "orig_nbformat": 4,
  "vscode": {
   "interpreter": {
    "hash": "92c9cff0281419e73896333b85e681aea9374fd743c51074843eeada7c3f6baf"
   }
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
